aiagents.org

AgentOps

Developer observability platform to trace, debug, and cost-track ai agents.

Visit site

Pricing

Basic free up to 5,000 events/month; Pro from $40/month; Enterprise custom with SSO and self-hosting.

Overview

AgentOps is a developer platform for observing and debugging ai agents and LLM apps. One SDK instruments frameworks such as CrewAI and Autogen plus 400+ LLMs, then visualizes LLM calls, tools, and multi-agent interactions. Time-travel debugging replays runs; cost tracking monitors token spend; logs support audit trails from prototype to production.

Key features

  • Agent-agnostic SDK with major framework integrations
  • Visual traces of LLM calls, tools, and agent steps
  • Time-travel replay of agent runs
  • Token and cost tracking across 400+ LLMs
  • Error and prompt-injection audit trails
  • Session export and role-based access on Pro+
  • Self-host and compliance options on Enterprise

Use cases

Show all 8Show fewer

Alternatives

  • ArizeObservability and evaluation platform for tracing, testing, and improving ai agents.AI toolFreemium
  • AgentForgeOpen-source low-code Python framework for agents and YAML cognitive architectures.ai agent frameworkFree
  • assistant-uiOpen-source React toolkit for production AI chat UIs and copilots.ai agent frameworkFreemium
  • AutoGenMicrosoft open-source framework for multi-agent chat apps and event-driven agent systems.ai agent frameworkFree
  • FireworksInference and training platform for open models, fine-tunes, and production LLM serving.AI toolFreemium
  • HeliconeAI gateway and LLM observability platform to route, debug, and analyze AI apps.AI toolFreemium

Last updated 2026-09-16